Academic Achievements
The academic achievements focus on demonstrating the research depth and practical ability of the research group, covering the publication of papers and academic conference reports, etc., reflecting the contribution to academic development or industry application.
Twin Delayed Deep Deterministic Policy Gradient Algorithm for a Heterogeneous Multifactory Remanufacturing Optimization Problem—Liang Qi, Qiqi Zeng, Shixin Liu, Jiacun Wang, Shujin Qin, Xiwang Guo
Modeling and Optimization of Multiproduct Human–Robot Collaborative Hybrid Disassembly Line Balancing With Resource Sharing—Xiwang Guo, Feng Guo, Liang Qi, Jiacun Wang, Shixin Liu, Shujin Qin, Weitian Wang
Hybrid Disassembly Line Balancing of Multi-Factory Remanufacturing Process Considering Workers with Government Benefits—Xiaoyu Niu, Xiwang Guo, Peisheng Liu, Jiacun Wang, Shujin Qin, Liang Qi, Bin Hu, Yingjun Ji
Multifactory Disassembly Process Optimization Considering Worker Posture—YaPing Fu, ZhengPei Zhang, Min Huang, XiWang Guo, Liang Qi
Multi-Objective Integrated Energy-Efficient Scheduling of Distributed Flexible Job Shop and Vehicle Routing by Knowledge-and-Learning-Based Hyper-Heuristics—YaPing Fu, ZhengPei Zhang, Min Huang, XiWang Guo, Liang Qi
A Multiobjective Discrete Harmony Search Optimizer for Disassembly Line Balancing Problems Considering Human Factors—Tingting Wei, Xiwang Guo, Mengchu Zhou, Jiacun Wang, Shixin Liu, Shujin Qin, Ying Tang
An Evolutionary Learning Whale Optimization Algorithm for Disassembly and Assembly Hybrid Line Balancing Problems—Xinshuo Cui, Qingbo Meng, Jiacun Wang, Xiwang Guo, Peisheng Liu, Liang Qi, Shujin Qin, Yingjun Ji, Bin Hu
Large Language Model-Assisted Reinforcement Learning for Hybrid Disassembly Line Problem.—Xiwang Guo, Chi Jiao, Peng Ji, Jiacun Wang, Shujin Qin, Bin Hu, Liang Qi, Xianming Lang
Optimal Assignment and Scheduling of Cranes in Slab Yard for Iron and Steel Production Enterprises—Xu Wang, MengChu Zhou, QiuHong Zhao, ShiXin Liu, XiWang Guo, Liang Qi, Aiiad Albeshri
Improved Dingo Optimization Algorithm for Human-robot Collaborative U-shaped Disassembly Line Balancing Problem—Jialong Li, XiWang Guo, Jiacun Wang, ShuJin Qin, Liang Qi, Qi Kang
Monarch Butterfly Optimization Algorithm for Human-Robot Collaboration Multi-Objective Disassembly Line Balancing Problem—Haokun Wang, Feng Guo, Xiwang Guo, Jiacun Wang, Shujin Qin, Ying Tang
Multi-objective optimization for robotaxi dispatch with safety-carpooling mode in pandemic era—Liang Qi, Mengqi Li, Xiwang Guo, Wenjing Luan
Improved Proximal Policy Optimization Algorithm for Multi-objective Disassembly Line Balancing Considering Hazardous Tasks—Zeyu Guo, Xiwang Guo, Jiacun Wang, Shujin Qin, Liang Qi, Qi Kang
A Machine-learning and Discrete Multi-verse-optimizer-based Hybrid Method for Feature Selection—Shuo Zhang, YingJun Ji, XiWang Guo, ShuJin Qin, Qi Kang, Moitrayee Chatterjee
An Improved Fireworks Algorithm for the Multi-Skilled Robot Hybrid Disassembly Line Balancing Problem—Lei Xiao, Xinyi Yang, XiWang Guo, Shujin Qin, Qi Zhang, Shiqi Zhang
Heuristic Strategies for Traffic Guidance in Scenarios with Multiple EVs and Multiple Accident Points—Weiqi Yu, Liang Qi, Mengqi Li, Wenjing Luan, Xiwang Guo
A Quantum Annealing Algorithm for the Resource-Constrained Excavator Procurement Problem—Linhao Chang, Meng Xu, Lifei Guo, XiHong Zhu, Shujin Qin, XiWang Guo, Xinyi Yang
A GCN-Based Trip Recommendation Method Incorporating Reverse Effect—Wenjing Luan, Xueyao Wang, Liang Qi, Kun Liu, Xiwang Guo
A GCN-based Model for Next POI Recommendation with Fusion of Global and Local Information—Wenjing Luan, Kaixuan Liu, Liang Qi, Kun Liu, Xiwang Guo
A Novel Framework Combining VSL and Vehicle Platooning for Freeway Bottleneck—Tong Lu, Liang Qi, Wenjing Luan, Kun Liu, Xiwang Guo, Qurra Tul Ann Talukder
Simulation and Control of Slope Bottlenecks Based on Cellular Automata in Mixed Traffic Flow—Fengqi Zhang, Liang Qi, Wenjing Luan, Ruiping Yang, Xiwang Guo
Deep Reinforcement Learning-Based Strategies for Truck Platooning at Highway on-Ramps—An Wang, Liang Qi, Wenjing Luan, Kun Liu, Xiwang Guo
Prediction of Ship Operation Time at Bulk Cargo Terminals Using Stacking Ensemble Learning—Wei Zhang, Liang Qi, Weili Zhao, Song Xue, Xiwang Guo
A Method for Robotaxi Dispatch with Recommendation of Boarding Time and Pick-Up/Drop-Off Points—Liang Qi, Mengqi Li, Wenjing Luan, Rongyan Zhang, Qurra Tul Ann Talukder, Kun Liu, Xiwang Guo
TRFP: A Trip Recommendation Approach for a Query with Fixed Intermediate POI—Wenjing Luan, Guodong Jiang, Liang Qi, Kun Liu, Xiwang Guo
Power‐DETR: end‐to‐end power line defect components detection based on contrastive denoising and hybrid label assignment—Zhiyuan Xie, Chao Dong, Ke Zhang, Jiacun Wang, Yangjie Xiao, Xiwang Guo, Zhenbing Zhao, Chaojun Shi, Wei Zhao
African Bison Optimization Algorithm: A New Bio-Inspired Optimizer with Engineering Applications.—Jian Zhao, Kang Wang, Jiacun Wang, Xiwang Guo, Liang Qi
Multi-Objective Optimization of Multi-Product Parallel Disassembly Line Balancing Problem Considering Multi-Skilled Workers Using a Discrete Chemical Reaction Optimization …—Xiwang Guo, Liangbo Zhou, Zhiwei Zhang, Liang Qi, Jiacun Wang, Shujin Qin, Jinrui Cao
Hybrid Disassembly Line Balancing for Human-robot Collaborative Remanufacturing—Feng Guo, XiWang Guo, MengChu Zhou, Weitian Wang, ShuJin Qin, Qi Kang
A Multifaceted User Study for the Teaching-Learning-Prediction-Collaboration Framework in Human-Robot Collaborative Tasks—Omar Obidat, Garrett Modery, Weitian Wang, Xiwang Guo, Mengchu Zhou
Reinforcement Learning with Large Language Model for Hybrid Disassembly Lines in Remanufacturing Contexts—Peng Ji, Xi Wang Guo, Jiacun Wang, Weitian Wang, Shu Jin Qin, Ying Tang, Qi Kang
Biobjective Parallel Disassembly Line Balancing: A Problem Considering Government Benefit Workers—Shujin Qin, Jiacun Wang, Liang Qi, Xiwang Guo, Jiawei Li
Improved Brain-Storm Optimizer for Disassembly Line Balancing Problems Considering Hazardous Components and Task Switching Time—Ziyan Zhao, Pengkai Xiao, Jiacun Wang, Shixin Liu, Xiwang Guo, Shujin Qin, Ying Tang
Modeling and Solution of Multi-objective Parallel Disassembly Line Balancing Problem Considering Human Factors—Zhiwei Zhang, XiWang Guo, Jiacun Wang, Shujin Qin, Liang Qi, Ying Tang
Parallel multi-objective multi-type robot disassembly line balancing problems—Zhiwei Zhang, XiWang Guo, Jiacun Wang, Shujin Qin, Liang Qi, Ying Tang
Distributed Factory Disassembly Scheduling Problem—Liangbo Zhou, XiWang Guo, Jiacun Wang, Shujin Qin, Ying Tang, Liang Qi
Circular Disassembly Lines for Green Manufacturing and Sustainable Development—Pengkai Xiao, Xiwang Guo, Jiacun Wang, Shujin Qin, Liang Qi, Jianping Wang
Collision Avoidance of Autonomous Vehicles with E-bike at Un-signalized Occluded Intersections Based on Reinforcement Learning—Delei Zhang, Liang Qi, Wenjing Luan, Xiwang Guo
Optimization of a robotaxi dispatch problem in pandemic era—Mengqi Li, Liang Qi, Rongyan Zhang, Wenjing Luan, Xiwang Guo
Multi-Objective Optimization of Multi-Product U-Shaped Disassembly Line Balancing Problem Considering Human Factors—XiWang Guo, TingTing Wei, Jiacun Wang, Weiming Shen, Yanjun Shi, Shujin Qin
Online Product Pricing Research Considering Price Anchoring and Online Reviews—Xuwang Liu, Qiannan Zhang, Wei Qi, Xiwang Guo, Jiacun Wang, Ying Tang
Carousel Storage and Picking Scheduling Issues: A Review—Shujin Qin, Xinyi Yang, Jiacun Wang, Shixin Liu, Xiwang Guo, Liang Qi
Bundle pricing of product line and value-added services considering reference price effect—Wei Qi, Nan Li, Xuwang Liu, Xiwang Guo, Jiacun Wang, Ying Tang
A Novel Approach for Smoothing the Path of Emergency Vehicles in Urban Areas—Weiqi Yu, Liang Qi, Weichen Bai, Wenjing Luan, Xiwang Guo
Human–robot collaborative disassembly line balancing problem with stochastic operation time and a solution via multi-objective shuffled frog leaping algorithm—Xiwang Guo, Chenyang Fan, Mengchu Zhou, Shixin Liu, Jiacun Wang, Shujin Qin, Ying Tang
Deep reinforcement learning for truck-drone delivery problem—Zhiliang Bi, Xiwang Guo, Jiacun Wang, Shujin Qin, Guanjun Liu
PA-DETR: End-to-end visually indistinguishable bolt defects detection method based on transmission line knowledge reasoning—Ke Zhang, Wenshuo Lou, Jiacun Wang, Ruiheng Zhou, Xiwang Guo, Yangjie Xiao, Chaojun Shi, Zhenbing Zhao
An Improved Fruit Fly Optimization Algorithm for Hybrid Disassembly Line Balancing Problem—XiaoYu Niu, XiWang Guo, Jiacun Wang, Shujin Qin, Liang Qi, ChenYang Fan
Hybrid disassembly line optimization with reinforcement learning—GuiPeng Xi, Jiacun Wang, XiWang Guo, Shixin Liu, ShuJin Qin, Liang Qi
Multiobjective multiverse optimizer for multirobotic u-shaped disassembly line balancing problems—Shujin Qin, Shancheng Zhang, Jiacun Wang, Shixin Liu, Xiwang Guo, Liang Qi
Reinforcement learning for disassembly system optimization problems: A survey—Xiwang Guo, Zhiliang Bi, Jiacun Wang, Shujin Qin, Shixin Liu, Liang Qi
Multi-objective discrete brainstorming optimizer to solve the stochastic multiple-product robotic disassembly line balancing problem subject to disassembly failures—Gongdan Xu, Zhiwei Zhang, Zhiwu Li, Xiwang Guo, Liang Qi, Xianzhao Liu
A salp swarm algorithm for parallel disassembly line balancing considering workers with government benefits—Shujin Qin, Jiawei Li, Jiacun Wang, Xiwang Guo, Shixin Liu, Liang Qi
Discrete whale optimization algorithm for disassembly line balancing with carbon emission constraint—Xinshuo Cui, Xiwang Guo, MengChu Zhou, Jiacun Wang, Shujin Qin, Liang Qi
Monetary policy, investor sentiment, and the asymmetric jump risk of Chinese stock market—Jia Wang, Pu Chen, Jiacun Wang, Xiwang Guo, Xu Wang
Discrete whale optimization algorithm for disassembly line balancing with carbon emission constraint—Xinshuo Cui, Xiwang Guo, MengChu Zhou, Jiacun Wang, Shujin Qin, Liang Qi
Monetary policy, investor sentiment, and the asymmetric jump risk of Chinese stock market—Jia Wang, Pu Chen, Jiacun Wang, Xiwang Guo, Xu Wang
A metaverse-based teaching building evacuation training system with deep reinforcement learning—Jinlei Gu, Jiacun Wang, Xiwang Guo, Guanjun Liu, Shujin Qin, Zhiliang Bi
Hybrid neighborhood search algorithm for multi-product hybrid disassembly line balancing problem considering multi-skill workers—GuiPeng Xi, PeiSheng Liu, XiWang Guo, JiaCun Wang, ShuJin Qin, Jian Zhao, Ying Tang
Grey wolf algorithm for human-robot collaborative disassembly line balancing problem subject to dangerous components—Chong Li, Xi Wang Guo, Jiacun Wang, Shujin Qin, Liang Qi, Ying Tang
Scheduling a Permutation Flow Shop in the Context of Industry 4.0—Yaping Fu, Yushuang Hou, Xiwang Guo, Liang Qi, Hongfeng Wang
Discrete migratory bird optimizer for disassembly line balancing problem considering tool deterioration—Jiaxin Wang, Xiwang Guo, Jiacun Wang, Shujin Qin, Liang Qi, Ying Tang
A parallel neighborhood search algorithm for hybrid disassembly line balancing problem considering disabled workers—Zheng Dou, Peisheng Liu, XiWang Guo, Jiacun Wang, Shujin Qin, Liang Qi
An Improved Marine Predators Algorithm Based on Group Learning—Liying Li, Jian Zhao, Jiacun Wang, Xiwang Guo
Self-adapting spherical search algorithm with differential evolution for global optimization—Jian Zhao, Bochen Zhang, Xiwang Guo, Liang Qi, Zhiwu Li
Discrete fruit fly optimization algorithm for disassembly line balancing problems by considering human worker’s learning effect—Jianping Wang, XiWang Guo, MengChu Zhou, Jiacun Wang, Shujin Qin, Liang Qi
Proximal policy optimization algorithm for multi-objective disassembly line balancing problems—ZhaoKai Zhong, XiWang Guo, MengChu Zhou, Jiacun Wang, Shujin Qin, Liang Qi
Hybrid disassembly lines considering employee training targets and an improved multi-neighborhood Tabu search algorithm—Ermeng Ma, Peisheng Liu, Xiwang Guo, Jiacun Wang, Shujin Qin, Ying Tang
Stochastic Greedy Two-neighborhood Search Algorithm For Hybrid Disassembly Line Balancing Problem Considering Human Posture—Peng Ji, Xu Wang, XiWang Guo, Jiacun Wang, Shujin Qin, Ying Tang
An improved tabu search algorithm for multi-robot hybrid disassembly line balancing problems—Shiqi Zhang, Peisheng Liu, XiWang Guo, Jiacun Wang, Shujin Qin, Ying Tang
Modeling and optimization of routing problems for community elderly care service—Meng Xu, Shujin Qin, Shixin Liu, Jiacun Wang, XiWang Guo, Ying Tang
Multiobjective U-shaped disassembly line balancing problem considering human fatigue index and an efficient solution—Xiwang Guo, Tingting Wei, Jiacun Wang, Shixin Liu, Shujin Qin, Liang Qi
Salp swarm algorithm for multi-product parallel disassembly line balancing problem considering disabled workers—Jiawei Li, Xiwang Guo, Jiacun Wang, ShuJin Qin, Liang Qi, Yuanyuan Tan
An improved multi-objective multi-verse optimization algorithm for multifunctional robotic parallel disassembly line balancing problems—Shancheng Zhang, Xiwang Guo, Jiacun Wang, ShiXin Liu, ShuJin Qin, ZiYan Zhao
Stochastic hybrid discrete grey wolf optimizer for multi-objective disassembly sequencing and line balancing planning in disassembling multiple products—Xiwang Guo, Zhiwei Zhang, Liang Qi, Shixin Liu, Ying Tang, Ziyan Zhao
Multi-objective discrete bat optimizer for partial U-shaped disassembly line balancing problem—Fuguang Huang, Laide Guo, Xiwang Guo, Shixin Liu, Liang Qi, Shujin Qin, Ziyan Zhao, Ying Tang
A multi-objective discrete chemical reaction optimization algorithm for stochastic disassembly line balancing problem—WenChang Wang, XiWang Guo, MengChu Zhou, JiaCun Wang, Liang Qi, ShuJin Qin
A constrained decomposition grid approach to disassembly line balancing problems—SiQi Lei, XiWang Guo, MengChu Zhou, Jiacun Wang, Liang Qi, ShuJin Qin
Integrated Distributed Production and Distribution Problem for Minimizing Earliness and Tardiness Penalty—Yushuang Hou, Yaping Fu, Mengchu Zhou, Xiwang Guo, Liang Qi
A method to quickly determine some non-reachable markings in cyclic Petri nets based on state equation—Yue Su, Liang Qi, XiWang Guo, Kun Wang
Four-way bidirectional attention for multiple-choice reading comprehension—Lei Hu, Dongsheng Zou, XiWang Guo, Liang Qi, Ying Tang, Haohao Song, Jieying Yuan
Multi-objective discrete chemical reaction optimization algorithm for multiple-product partial u-shaped disassembly line balancing problem—WenChang Wang, XiWang Guo, ShiXin Liu, Shu Jin Qin, Liang Qi, ZiYan Zhao, Ying Tang
HRM-CenterNet: A high-resolution real-time fittings detection method—Ke Zhang, Kai Zhao, Xiwang Guo, Xiaohan Feng, Ying Tang
Multi-objective optimizer with collaborative resource allocation strategy for U-shaped stochastic disassembly line balancing problem—Song Xu, XiWang Guo, ShiXin Liu, Liang Qi, Shujin Qin, ZiYan Zhao, Ying Tang
An s-metric selection evolutionary multi-objective optimization algorithm solving u-shaped disassembly line balancing problem—Wei Shuang Bai, Xi Wang Guo, Fangjie Peng, Liang Qi, Shu jin Qin
Multi-objective ant lion optimizer for stochastic robotic disassembly line balancing problem subject to resource constraints—ChengShun Dong, Peisheng Liu, Xi Wang Guo, Liang Qi, Shujin Qin, Gongdan Xu
Inversion based on a detached dual-channel domain method for StyleGAN2 embedding—Nan Yang, MengChu Zhou, Bingjie Xia, Xiwang Guo, Liang Qi
Multiverse optimization algorithm for stochastic biobjective disassembly sequence planning subject to operation failures—Yaping Fu, MengChu Zhou, Xiwang Guo, Liang Qi, Khaled Sedraoui
Stochastic multi-objective integrated disassembly-reprocessing-reassembly scheduling via fruit fly optimization algorithm—Yaping Fu, MengChu Zhou, Xiwang Guo, Liang Qi
Disassembly sequence planning: a survey—Xiwang Guo, MengChu Zhou, Abdullah Abusorrah, Fahad Alsokhiry, Khaled Sedraoui
Intelligent scheduling for a rolling process in steel production systems—ZiYan Zhao, ShiXin Liu, MengChu Zhou, XiWang Guo
Heuristic scheduling of batch production processes based on petri nets and iterated greedy algorithms—Ziyan Zhao, Shixin Liu, MengChu Zhou, Dan You, Xiwang Guo
Multi-objective discrete brainstorming optimizer for stochastic disassembly line balancing problem subject to disassembly failure—Kun Wu, XiWang Guo, MengChu Zhou, ShiXin Liu, Liang Qi
Multi-objective discrete grey wolf optimizer for solving stochastic multi-objective disassembly sequencing and line balancing problem—ZhiWei Zhang, XiWang Guo, MengChu Zhou, ShiXin Liu, Liang Qi
MU-GAN: Facial attribute editing based on multi-attention mechanism—Ke Zhang, Yukun Su, Xiwang Guo, Liang Qi, Zhenbing Zhao
Load-in-load-out AGV route planning in automatic container terminal—Yixiang Xu, Liang Qi, Wenjing Luan, Xiwang Guo, Huijuan Ma
Path planning method with improved artificial potential field—a reinforcement learning perspective—Qingfeng Yao, Zeyu Zheng, Liang Qi, Haitao Yuan, Xiwang Guo, Ming Zhao, Zhi Liu, Tianji Yang
Multiresource-constrained selective disassembly with maximal profit and minimal energy consumption—Xiwang Guo, MengChu Zhou, Shixin Liu, Liang Qi
A branch and price algorithm for crane assignment and scheduling in slab yard—Xu Wang, MengChu Zhou, Qiuhong Zhao, Shixin Liu, Xiwang Guo, Liang Qi
Hybrid scatter search algorithm for optimal and energy-efficient steelmaking-continuous casting—Yuanyuan Tan, MengChu Zhou, Yuan Zhang, Xiwang Guo, Liang Qi, Yanhong Wang
Shared P-type logic Petri net composition and property analysis: A vector computational method—Liang Qi, Wenjing Luan, Xiaoyu Sean Lu, Xiwang Guo
Human-robot collaboration multi-objective disassembly line balancing subject to task failure via multi-objective artificial bee colony algorithm—Chengcheng Xu, Haiping Wei, XiWang Guo, ShiXin Liu, Liang Qi, ZiYan Zhao
Decomposition method for new single-machine scheduling problems from steel production systems—Ziyan Zhao, Shixin Liu, MengChu Zhou, Xiwang Guo, Liang Qi
Variance minimization hedging analysis based on a time-varying Markovian DCC-GARCH model—Jia Wang, MengChu Zhou, Xiu Jin, Xiwang Guo, Liang Qi, Xu Wang
Attentiveherb: a novel method for traditional medicine prescription generation—Zhi Liu, Zeyu Zheng, Xiwang Guo, Liang Qi, Jun Gui, Dianzheng Fu, Qingfeng Yao, Luyao Jin
Iterated greedy algorithm for solving a new single machine scheduling problem—ZiYan Zhao, ShiXin Liu, MengChu Zhou, XiWang Guo, JiaLun Xue
Grey wolf optimizer adapted for disassembly sequencing problems—Matthew Chen, MengChu Zhou, XiWang Guo, XiaoYu Sean Lu, JingChu Ji, ZiYan Zhao
Artificial-molecule-based chemical reaction optimization for flow shop scheduling problem with deteriorating and learning effects—Yaping Fu, Mengchu Zhou, Xiwang Guo, Liang Qi
Scheduling dual-objective stochastic hybrid flow shop with deteriorating jobs via bi-population evolutionary algorithm—Yaping Fu, MengChu Zhou, Xiwang Guo, Liang Qi
Lexicographic multiobjective scatter search for the optimization of sequence-dependent selective disassembly subject to multiresource constraints—Xiwang Guo, Mengchu Zhou, Shixin Liu, Liang Qi
A hybrid MIP–CP approach to multistage scheduling problem in continuous casting and hot-rolling processes—Yuanyuan Tan, MengChu Zhou, Yingying Wang, Xiwang Guo, Liang Qi
Multiperiod asset allocation considering dynamic loss aversion behavior of investors—Jia Wang, MengChu Zhou, Xiwang Guo, Liang Qi
Timetable optimization for regenerative energy utilization in subway systems—Hongjie Liu, MengChu Zhou, Xiwang Guo, Zizhen Zhang, Bin Ning, Tao Tang
A timetable optimization model and an improved artificial bee colony algorithm for maximizing regenerative energy utilization in a subway system—Hongjie Liu, Tao Tang, Xiwang Guo, Xisheng Xia
An improved binary cuckoo search algorithm for solving unit commitment problems: Methodological description—Jian Zhao, Shixin Liu, Mengchu Zhou, Xiwang Guo, Liang Qi
Modified cuckoo search algorithm to solve economic power dispatch optimization problems—Jian Zhao, Shixin Liu, Mengchu Zhou, Xiwang Guo, Liang Qi
Disassembly sequence optimization for large-scale products with multiresource constraints using scatter search and Petri nets—Xiwang Guo, Shixin Liu, MengChu Zhou, Guangdong Tian
A scatter search approach for multiobjective selective disassembly sequence problem—Xiwang Guo, Shixin Liu